Accepted Papers

Archival Papers

  • Casual Conversations: A dataset for measuring fairness in AI.

Caner Hazirbas, Joanna Bitton, Brian Dolhansky, Jacqueline Pan, Albert Gordo, Canton Cristian.

[paper] [poster]


  • MTUNet: Few-shot Image Classification with Visual Explanations.

Bowen Wang, Liangzhi Li, Manisha Verma, Yuta Nakashima, Hajime Nagahara, Ryo Kawasaki.

[paper] [poster]


  • Revisiting The Evaluation of Class Activation Mapping for Explainability: A Novel Metric and Experimental Analysis.

Samuele Poppi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara.

[paper] [poster]


  • Tilted Cross-Entropy (TCE): Promoting Fairness in Semantic Segmentation.

Attila Szabó, Hadi Jamali-Rad, Siva D Mannava.

[paper] [poster]


  • Reconsidering CO2 emissions from Computer Vision.

Andre Fu, Mahdi S Hosseini, Konstantinos N Plataniotis.

[paper] [poster]


  • Are All Users Treated Fairly in Federated Learning Systems?

Umberto Michieli, Mete Ozay.

[paper] [poster]


  • Inaccuracy of State-Action Value Function For Non-Optimal Actions in Adversarially Trained Deep Neural Policies.

Ezgi Korkmaz.

[paper] [poster]



Abstracts

  • Skeptical Student: Diminishing the Effect of Nasty Teacher in Knowledge Distillation.

Souvik Kundu, Qirui Sun, Yao Fu, Peter A. Beerel, Massoud Pedram.

[poster]


  • Insights into Data through Model Behaviour: An Explainability-driven Strategy to Data Auditing for Responsible Computer Vision Applications.

Alexander Wong, Adam Dorfman, Paul McInnis, Hayden Gunraj.

[poster]


  • Improved variants of Score-CAM via Smoothing and Integrating.

Rakshit Naidu, Soumya S Kundu.

[poster]


  • Multi-label Image Classification with Visual Explanations.

Haoqi Gao, Liangzhi Li, Bowen Wang, Yuta Nakashima, Ryo Kawasaki, Koichi Ogawara, Hajime Nagahara.

[poster]


  • Investigating Bias in Facial Expression Recognition.

Stefanie Stoppel, Simone Frintrop.

[poster]


  • When Differential Privacy Meets Interpretability: A Case Study.

Rakshit Naidu, Fatemeh Mireshghallah, Haofan Wang, Aman Priyanshu, Aadith K Jayakumar, Sasikanth Kotti.

[poster]


  • Enabling Responsible Computer Vision with FAIR Knowledge Graphs.

Dan Feldman, Yao-Yi Chiang.

[poster]


  • Representational Harms in Image Tagging.

Solon Barocas, Jared Katzman, Su Lin Blodgett, Kristen Laird, Morgan Klaus Scheuerman, Hanna Wallach.

[poster]


  • Synthetic Data for Tackling Algorithmic Biases in Computer Vision.

Elena Ponte.

[poster]


  • Practical Deepfake Detection: Vulnerabilities in Global Contexts.

Yang A Chuming, Daniel Jeffrey Wu, Ken Hong.

[poster]